samsam6414 / Deep_Learning_Two-StepsLinks
Two-Step Enhanced Deep Learning Approach for Electromagnetic Inverse Scattering Problems
☆16Updated 3 years ago
Alternatives and similar repositories for Deep_Learning_Two-Steps
Users that are interested in Deep_Learning_Two-Steps are comparing it to the libraries listed below
Sorting:
- This Matlab code is used to solve inverse scattering problem with convolutional neural network by BPS.☆55Updated 3 years ago
- Using U-Net model to solve Inverse Scattering Problems☆11Updated 4 years ago
- Single-file implementations of 2D and 3D acoustic and elastic wave propagation in time domain using finite-differences(FDTD). Simple form…☆118Updated 6 years ago
- ☆43Updated 2 years ago
- This repository shows the implementation of the Trained Born Iterative Method (TBIM) applied for electromagnetic imaging.☆12Updated 2 years ago
- Code for reconstructing the object domain contrast function using Born Approximation in inverse scattering problem☆13Updated 5 years ago
- A 2D Helmholtz solver based on the algorithms in "Inverse Acoustic and Electromagnetic Scattering Theory" by Colton and Kress.☆27Updated 9 years ago
- After reading the paper Physics-informed neural networks(https://www.sciencedirect.com/science/article/pii/S0021999118307125), I tried to…☆11Updated 3 years ago
- Time-Reversal Algorithm with Finite-Difference Time-Domain Method☆40Updated 3 years ago
- ☆21Updated last year
- This repo contains a PyTorch implementation with DeepWave for the manuscript FWIGAN: Full-waveform inversion via a physics-informed gener…☆54Updated 2 years ago
- All code related to research about inverse electromagnetic scattering problems☆23Updated 4 years ago
- The official code repository for our TGRS paper "DiffusionEMIS: Diffusion Model for 3D Electromagnetic Inverse Scattering".☆14Updated last year
- An Open-Source Python Library for the development of algorithms for 2D Electromagnetic Inverse Scattering Problems.☆32Updated 3 months ago
- Frequency-Domain Waveform Inversion Ultrasound Tomography (UST) Using a Ring-Array Transducer☆33Updated last year
- Codes for numerically solving wave equations and full waveform inversion.☆36Updated 10 years ago
- FWIGAN: Full-Waveform Inversion with Deep Adversarial Learning☆33Updated 4 years ago
- ☆19Updated 6 months ago
- code for Deep Neural Helmholtz Operators for 3D Elastic Wave Propagation and Inversion☆25Updated 5 months ago
- Physics-Informed Neural Networks designed to solve the Two-Dimensional Wave Equation in both TensorFlow and PyTorch. Code is designed to …☆18Updated 2 years ago
- The ElasticMatrix software uses the partial-wave method to model elastic wave propagation in multilayered anisotropic media.☆40Updated 4 years ago
- PINN for solving wave equation☆21Updated 2 years ago
- We develop a weighted envelope-correlation-based waveform inversion using automatic differentiation.☆13Updated 2 years ago
- An implementation of Physics-Informed Neural Networks (PINNs) to solve various forward and inverse problems for the 1 dimensional wave eq…☆40Updated 3 years ago
- Benchmark problems in 2D and 3D for the elastic wave equation.☆17Updated 8 years ago
- this is a case of seismic wave forward and inversion using PINN(physical-informed neural network)☆17Updated 3 years ago
- PGNN-FWI: performing physics-guided neural network for FWI☆70Updated 11 months ago
- WaveSimulation_Matlab☆36Updated 10 months ago
- ☆11Updated 5 years ago
- Repository for sharing code and data assocaited with En-DeepONet architecture☆35Updated last year